Model monitoring is essential for assuring the effectiveness and dependability of deployed models in the quickly developing fields of machine learning and artificial intelligence.
It is crucial to have reliable monitoring tools and platforms in place as businesses depend increasingly on AI solutions to achieve business goals.
This article examines some of the best tools and platforms for efficient deployment while delving into the significance of model monitoring.
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The Importance Of Model Monitoring
Model monitoring is tracking the performance, accuracy, and behavior of machine learning models in real-world scenarios. It enables businesses to identify problems like model drift, data biases, and idea shifts and take appropriate action to ensure that the models continue to produce reliable forecasts.
Enhancing model performance, ensuring fairness and openness, and recognizing and reducing potential hazards are all made possible through effective model monitoring. You can check out well-known tools in model monitoring like aporia.com for their extensive functionality and user-friendly layout among the many alternative solutions accessible.
Users can quickly integrate their models and obtain insightful information about their performance.
Key Features Of Model Monitoring Tools And Platforms
Model monitoring tools and platforms provide a range of essential features for effectively managing machine learning models, including but not limited to real-time performance monitoring, data drift detection, and model explainability analysis.
The key features are listed below:
Data drift detection
Data drift is the term used to describe the gradual change in the statistical characteristics of the input data.
Model monitoring technologies can evaluate and detect data drift, allowing companies to determine when changes in the underlying data distribution may impact a model’s performance.
Organizations can proactively retrain or adjust their models to ensure optimal performance by identifying data drift.
Performance metrics tracking
Monitoring the performance metrics of machine learning models is essential for assessing their accuracy and effectiveness.
Accuracy, precision, recall, and F1-score are just a few of the performance indicators that model monitoring tools offer, enabling organizations to analyze these measures over time. This tracking makes spotting any decline in model performance easier and permits prompt corrective action.
Bias and fairness assessment
Bias in machine learning models can lead to unfair treatment of certain groups or individuals.
Platforms for M monitoring provide tools for measuring and evaluating prediction bias, assisting businesses in ensuring fairness and minimizing discriminatory effects.
These tools allow spotting biased tendencies and offering suggestions for dealing with and reducing bias problems.
Explainability and interpretability
Understanding how machine learning models make decisions depends on their interpretability.
Tools for model monitoring support model explainability by offering interpretability features that make it easier to comprehend how and why a model generated a particular prediction. Transparency is especially crucial when working with sensitive data or in regulated industries.
Conclusion
Deploying machine learning models successfully requires careful consideration of model monitoring. Having reliable monitoring tools and platforms becomes essential as AI solutions continue to gain momentum across industries.
Organizations may improve the dependability and efficiency of their machine-learning solutions by utilizing these tools, ultimately resulting in improved business outcomes.
Are you looking to get a grasp on the incredibly complex yet highly lucrative world of binary options trading? Every day, more traders are taking advantage of this type of investment’s potential rewards. But without proper knowledge, binary options trading platforms and brokers, and technical analysis techniques in place, investing in binary options can be risky.
That’s why we’ve created this comprehensive guide to understanding technical analysis for binary options trading. Read on to discover tips and strategies that will help you make more informed decisions about when and how to invest successfully!
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Introducing Technical Analysis for Binary Options Trading
If you’re looking for a way to improve your binary options trading strategy, technical analysis might just be your solution. By using this method, traders can make more informed decisions about when to buy or sell their options.
Basics of Technical Analysis
Technical analysis is based on the premise that past price movements can help predict future price movements. It uses charts to identify patterns and trends in market behaviour and tries to identify support and resistance levels.
Support levels are areas where the price of an asset has historically tended to stop falling and start rising. On the other hand, resistance levels are areas where an asset’s price has historically tended to stop rising and start falling. Traders use these levels to determine entry and exit points for trades.
The key principle of technical analysis is that all market information is already reflected in the price of the asset. Therefore, by studying the price movements, traders can identify trends, reversals, and breakouts that can help them make profitable trades.
Commonly Used Technical Analysis Tools and Techniques
There are several technical analysis tools and techniques used in binary options trading. Here are some of the most commonly used ones:
Moving Averages
Moving averages are a tool used to smooth out price fluctuations and identify trends in market behaviour. They calculate the average price of an asset over a specific period and plot it on a chart.
Moving averages come in different types, such as simple moving averages and exponential moving averages. Traders use them to identify trend changes and determine potential entry and exit points for trades.
The Relative Strength Index is an oscillator that measures the strength of price movements in an asset. It is used to identify overbought and oversold conditions in the market.
The RSI is calculated by comparing an asset’s average price gains and losses over a specific period. It ranges from 0 to 100; a reading above 70 is considered overbought, while a reading below 30 is considered oversold.
Candlestick Charts
Candlestick charts are a popular charting tool used in technical analysis. They display price movements over a specific period and inform traders about opening and closing prices, highs, and lows.
Candlestick charts use coloured bars to represent different price movements. Green bars represent upward price movements, while red bars represent downward price movements.
Bollinger Bands
Bollinger Bands are a tool used to measure the volatility of an asset. They consist of three lines: a moving average in the middle and two outer lines representing two standard deviations from the moving average.
Bollinger Bands are used to identify potential trading opportunities when the price of an asset moves beyond the outer bands. Traders use them to determine entry and exit points for trades.
Fibonacci Retracement
Fibonacci Retracement is a tool used to identify potential support and resistance levels in the market. It uses a series of horizontal lines to indicate areas where the price of an asset is likely to change direction.
Fibonacci Retracement is based on the Fibonacci sequence, a mathematical sequence found to occur frequently in nature. Traders use it to identify potential entry and exit points for trades.
Conclusion
In binary options trading, traders can use technical analysis as a powerful tool to make more informed trading decisions. Using charts, patterns, and indicators, traders can identify trends, reversals, and breakouts and make more profitable trades.
It’s important to note that technical analysis does not guarantee success in trading. It is just one of many tools that traders use to analyze.
Are you thinking about the best freelancing job websites for cyber security there? The demand for cyber security freelancing jobs has undoubtedly increased in recent times; here, sit back as we walk you through the best freelancing job websites for 2023.
As a cybersecurity expert, you can find freelance jobs on specialized job websites like Fiverr, Envato Studio, Upwork, etc.
Although these freelancing websites seem quite similar in many ways, they have their clean-cut differences regarding available jobs, membership structure, OB quality, pricing, and percentage commission, and accessibility.
Below is a well-compiled list of the five best freelancing job websites for cyber security professionals:
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Best Freelancing Job Websites For Cyber Security Professionals
Fiverr is undoubtedly one of the best freelance marketplaces for cybersecurity professionals, graphic designers, software developers, voice-over artists, writers, musicians, etc.
The platform has over 200 job categories and has recorded patronage from Google, Facebook, Netflix, and a host of other top recruiters.
Recruiters essentially use the Fiverr Business Plan to connect entire teams with proven and experienced freelancers on the platform.
Joining Fiverr is free: there’s no subscription fee, and Fiverr doesn’t charge you for advertising your services. However, it does charge you a 20% commission on each job or project you secure.
In summary, Fiverr is an excellent freelancing platform offering free membership, free advertising, and around-the-clock customer support.
Fiverr
The best way to connect with freelancers with proven track records.
The best way to connect with freelancers with proven track records. Show Less
As a Cybersecurity freelancer, Envato Studio is another excellent platform to find freelance jobs. Envato Studio has various job categories, but the most popular are WordPress Theme customization, graphics design, software development, etc.
Envato Studio offers free and paid packages: paid packages give you more access to clients, provide job bidding tips, and connect you to high-priority clients.
Payment on Envato Studio is as easy as a walk in a park. It offers multiple payment options, including bank transfers, PayPal, Venmo, etc.
In summary, Envato Studio is a freelancing platform that handpicks freelancers based on their skill sets. The platform also offers Project Management Tools, Brief Attachments, and other features that make job bidding easy.
Upwork is another great freelancing platform that has provided domestic and international freelancers jobs through the years.
As a freelancer, you can create a reputable profile and wait for jobs to start rolling in, or you can use Upwork Connect to bid for jobs by submitting proposals for jobs. It gives free connections monthly and allows you to roll over 200 unused connections monthly.
Upwork is very much free, but it has a paid subscription plan costing $14.99 per month. Freelancers on the Freelancer Plus plan get 80 connections monthly, confidential earnings reports, valuable tips to help you win gigs on its platform, and a customized URL profile to help employers locate you easily.
Payment on Upwork is simply by recorded milestones based on a fixed price agreed on by the employer and you. It could be a fixed hourly rate, not forgetting Upwork’s 20% cut, which applies to all successful jobs.
Conclusively, Upwork provides many job opportunities to various professionals: gets you immediate hiring, and uses a simplified payment system.
Freelancer is an Australian-based freelancing platform connecting employers to over 50 million freelancers in over1,800 job categories.
Registering on Freelancer is free, and there are two plans you can choose from: the Free plan and the Paid Preferred Freelancer Program.
The paid option gives you more priority when bidding for jobs and also offers you reduced fees. Moreover, under this plan, you earn more than twice what a freelancer would earn on the free package.
There are also several paid packages for employers, and one of the most popular plans is the Freelance Enterprise for large organizations. Popular clients on Freelancer Client roaster include Facebook, Amazon, and Deloitte.
Payment on Freelancer is either based on an hourly rate or fixed-price negotiations. It does not charge one of the lowest commissions of 10% for projects and contests and 20% for services. You can choose to get paid in 39currencies.
Freelancer also uses the Milestone Payment System to secure payments. Additionally, you can always contact Freelancer’s customer support for immediate resolution if you encounter any issues.
In summary, the Freelancer platform gives you access to worldwide job opportunities, connects you to notable recruiters, and offers 24/7 customer support services.
Toptal is reputed to hire the top 3% of the best freelancers in various categories. Hence, this freelancing platform is for you, especially if you’re particularly good at what you do and can withstand its rigorous screening and selection process.
Popular in-demands on Toptal include graphics artists, UI/UX designers, software developers, Finance experts, Product Managers, and Project managers.
Being a part of Toptal starts with registering on the platform; after approval, successful freelancers are filtered based on their skill sets and paired with recruiters within 48hours of successful registration.
Toptal has a presence in 158 countries and has connected thousands of freelancers to over 16,000 clients, including Airbnb, Fortune 500 companies, Bridgestone, and other notable recruiters.
To sum up, Toptal has a wider global reach, offering you a higher degree of flexibility in setting your price, and does not charge project fees.
Best Freelancing Job Websites For Cyber Security: FAQs
Can I do freelance on cyber security?
Yes, of course, you can do freelance work in cybersecurity. Cybersecurity is a growing industry, and with the rise of remote work and the gig economy, freelancing in this field has become more popular than ever.
As a freelance cybersecurity professional, you could offer clients a wide range of services. These could include conducting security assessments, penetration testing, vulnerability assessments, incident response, and more.
You could also offer consulting services to help clients develop and implement effective cybersecurity strategies.
One of the great things about freelancing in cybersecurity is that you can specialize in a specific area.
For example, you might focus on web application security or network security. This allows you to become an expert in your chosen field and attract clients needing your expertise.
To get started as a freelance cybersecurity professional, you must have a solid understanding of cybersecurity principles and best practices.
You may want to obtain relevant certifications such as Certified Information Systems Security Professional (CISSP), Certified Ethical Hacker (CEH), or CompTIA Security+.
In addition to technical skills, you’ll also need to be able to communicate effectively with clients. This means explaining complex technical concepts in plain language and providing clear recommendations for improving security.
When it comes to finding clients, several options are available to you. You could try networking within the cybersecurity community, contacting companies directly, or using freelance platforms such as Fiverr, Upwork, or Freelancer.
Overall, freelance work in cybersecurity can be a rewarding and lucrative career path. With the right skills and experience, you can build a successful business helping clients protect their valuable assets from cyber threats.
How can I become a cybersecurity freelancer?
Becoming a cybersecurity freelancer can be a great career move if you have the necessary skills and experience. Here are some steps you can take to become a successful cybersecurity freelancer:
1. Develop your skills: The first step to becoming a cybersecurity freelancer is to develop your skills in this area. Cybersecurity is a complex field, and you need to understand different security threats, tools, and techniques. You can develop your skills by pursuing certifications in cybersecurity, such as Certified Ethical Hacker (CEH), Certified Information Systems Security Professional (CISSP), or CompTIA Security+.
2. Gain experience: Experience is important in any field but particularly in cybersecurity. You can gain experience by working for a company in the cybersecurity department, or by participating in bug bounty programs or capture the flag competitions.
3. Build your network: Networking is important in any field, and cybersecurity is no exception. Attend conferences, meetups or other events where you can meet other professionals in the field. This can help you build relationships with potential clients or collaborators.
4. Create your portfolio: Your portfolio is your chance to showcase your skills and experience to potential clients. Your portfolio should include examples of past projects you’ve worked on, any certifications you’ve earned, and any other relevant information to help you stand out from the competition.
5. Find clients: Once you have developed your skills, gained experience, built your network, and created your portfolio, it’s time to start finding clients. There are many different platforms where you can find freelance work in cybersecurity, such as Upwork, Freelancer, or Fiverr.
6. Keep learning: Cybersecurity constantly evolves, so you must keep learning and stay up-to-date with the latest trends and technologies. Attend conferences, read industry publications, and participate in online forums to sharpen your skills.
In essence, becoming a successful cybersecurity freelancer requires hard work, dedication, and ongoing learning.
Following these steps, you can develop your skills, gain experience, build your network, create your portfolio, find clients, and continue growing as a cybersecurity professional.
Which is the No 1 freelance website?
When it comes to finding freelance work online, many options are available. However, one website that stands out as a top choice is Fiverr.
Fiverr is a global marketplace that connects freelancers with clients in various industries. It offers a user-friendly platform where freelancers can create profiles, showcase their skills, and offer their services to potential clients.
Fiverr
The best way to connect with freelancers with proven track records.
The best way to connect with freelancers with proven track records. Show Less
Clients can search for freelancers based on their specific needs, and can easily communicate with them through the platform.
One of the reasons why Fiverr has become so popular among freelancers is the variety of services that can be offered. Whether you’re a graphic designer, copywriter, social media manager, or video editor, there are countless opportunities to showcase your skills and earn money.
But what sets Fiverr apart from other freelance websites is its unique pricing system. Freelancers can offer their services at a starting price of $5, hence the name “Fiverr”.
However, freelancers can also offer additional services or upgrades for an additional fee. This allows freelancers to offer a range of services at different price points, making it easier to attract clients with varying budgets.
Another benefit of using Fiverr is its focus on customer satisfaction. Clients can leave reviews and ratings for freelancers based on their experience working together.
This helps build trust and credibility for freelancers, and encourages them to provide high-quality work and excellent customer service.
Overall, Fiverr is a top choice for both freelancers and clients looking for high-quality services at affordable prices.
Its user-friendly platform, a wide range of services, unique pricing system, and focus on customer satisfaction make it the number one freelance website to consider when starting your freelance journey.
Wrapping Up
Recommended above are the top5freelancing job platforms that will satisfy your requirements as a Cybersecurity professional.
However, should you decide to give other freelancing sites any consideration, the criteria listed below will be just right to guide you in making the right choice:
Payment methods
Fees and penalties
Ease of use
Membership requirements
Terms and conditions
Nevertheless, I will recommend that you consider joining the Fiverr platform to get affordable freelance cybersecurity experts for your tasks.
Fiverr
The best way to connect with freelancers with proven track records.
The best way to connect with freelancers with proven track records. Show Less
Learn how to become a certified ethical hacker and secure a rewarding career in cybersecurity in this post.
Cybersecurity has become a critical concern for organizations worldwide in today’s digital age.
With the rise in cyber threats and data breaches, the demand for skilled professionals to protect systems and networks has never been greater.
Pursuing a career as a certified ethical hacker could be the perfect fit if you have a passion for technology, problem-solving, and a strong ethical compass.
This post will guide you through the steps to become a certified ethical hacker, providing valuable insights, resources, and a roadmap to embark on this exciting and in-demand career path.
Get ready to explore the world of ethical hacking and make a positive impact in the realm of cybersecurity.
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Top Ethical Hacking Certifications
The field of ethical hacking offers a range of certifications that validate the skills and knowledge of professionals in cybersecurity. Here are some of the top ethical hacking certifications recognized worldwide:
1. Certified Ethical Hacker (CEH)
Offered by the International Council of E-Commerce Consultants (EC-Council).
Focuses on ethical hacking techniques, tools, methodologies, and countermeasures.
CEH is widely recognized and respected in the industry.
2. Offensive Security Certified Professional (OSCP)
Provided by Offensive Security.
Emphasizes practical hands-on skills through a rigorous 24-hour performance-based exam.
Focuses on penetration testing, exploit development, and network security.
3. Certified Information Systems Security Professional (CISSP)
Offered by the International Information System Security Certification Consortium (ISC)².
Covers a wide range of cybersecurity domains, including ethical hacking.
Recognized as a globally respected certification for information security professionals.
4. GIAC Penetration Tester (GPEN)
Provided by the Global Information Assurance Certification (GIAC).
Validates skills in conducting penetration tests, identifying vulnerabilities, and exploiting weaknesses.
Focuses on network and application penetration testing.
5. Certified Penetration Testing Engineer (CPTE)
Offered by the Mile2 certification body.
Focuses on hands-on penetration testing methodologies, tools, and techniques.
Provides comprehensive coverage of network, web application, and wireless security.
6. Certified Secure Computer User (CSCU)
Provided by EC-Council.
Designed for individuals who want to enhance their understanding of security fundamentals.
Covers topics such as data protection, network security, and social engineering awareness.
7. Certified Expert Penetration Tester (CEPT)
Offered by the Certified Security Testing Professional Institute (CSTPI).
Focuses on advanced penetration testing methodologies, including red teaming and advanced exploitation techniques.
Demonstrates expertise in complex penetration testing scenarios.
8. Certified Professional Ethical Hacker (CPEH)
Provided by the Mile2 certification body.
Focuses on ethical hacking techniques, vulnerability analysis, and risk assessment.
Covers topics such as network security, wireless security, and social engineering.
These certifications are highly regarded in the industry and can significantly enhance your career prospects as an ethical hacker or cybersecurity professional.
It’s important to carefully research and choose the certification that aligns with your career goals, expertise, and industry recognition.
Here are the steps to become a certified ethical hacker:
1. Understand the Role of a Certified Ethical Hacker
To begin your journey, it is essential to clearly understand what it means to be a certified ethical hacker. Ethical hackers are professionals authorized to employ their hacking skills and knowledge for legitimate purposes.
Their primary objective is identifying vulnerabilities, weaknesses, and potential threats in computer systems, networks, and applications.
Unlike malicious hackers, ethical hackers work with organizations to strengthen their security measures and protect them from cyber-attacks.
Becoming a certified ethical hacker requires a solid foundation in various technical areas. Start by deeply understanding networking concepts, operating systems, and programming languages.
Familiarize yourself with different hacking techniques, security protocols, and encryption methods.
Proficiency in tools and technologies used in ethical hacking, such as network scanners, vulnerability assessment tools, and penetration testing frameworks, is also crucial.
3. Choose the Right Certification Path
Several certifications can validate your skills as an ethical hacker. One of the industry’s most recognized and respected certifications is the Certified Ethical Hacker (CEH) certification offered by the EC-Council.
It is globally recognized and sets the standard for ethical hacking certifications. Research different certification options, their requirements, and the skills they validate.
Choose the one that aligns with your career goals and provides the most comprehensive coverage of ethical hacking concepts.
4. Gain Practical Experience
While theoretical knowledge is essential, practical experience is equally vital in ethical hacking. A virtual lab environment can allow you to experiment, practice, and apply your knowledge in a controlled setting.
Engage in Capture the Flag (CTF) competitions, where you solve real-world cybersecurity challenges and learn from other participants.
Practical experience will help you develop critical thinking, problem-solving, and hands-on skills necessary for ethical hacking.
5. Enroll in Training Programs
To enhance your knowledge and increase your chances of success, consider enrolling in training programs or boot camps designed to prepare individuals for ethical hacking certifications.
These programs provide comprehensive study materials, hands-on labs, and expert guidance to help you master the necessary skills and concepts.
They also offer an opportunity to network with professionals in the field and gain valuable insights from experienced ethical hackers.
6. Self-Study and Resources
In addition to formal training, self-study is crucial for a well-rounded understanding of ethical hacking.
Utilize a wide range of resources, including textbooks, online courses, tutorials, and reputable websites dedicated to cybersecurity.
Join online communities, forums, and social media groups where you can interact with other aspiring ethical hackers, exchange knowledge, and seek guidance from experts in the field.
7. Prepare for the Certification Exam
Once you feel confident in your knowledge and skills, it’s time to prepare for the certification exam. Familiarize yourself with the exam structure, duration, and question formats.
Obtain study materials, practice exams, and review guides tailored explicitly for the certification you are pursuing.
Create a study plan that fits your schedule, allowing sufficient revision and practice time and addressing any knowledge gaps.
8. Stay Updated with Industry Trends
Ethical hacking is ever-evolving, with new techniques and threats emerging regularly. Staying updated with the latest industry trends, emerging technologies, and cybersecurity news is crucial.
Follow industry-leading blogs, subscribe to cybersecurity newsletters, and attend webinars or conferences.
Continuous learning and staying abreast of industry advancements will help you adapt to new challenges and maintain your edge as an ethical hacker.
9. Take the Certification Exam
With your preparation complete, it’s time to schedule and take the certification exam. Arrive at the exam center well-prepared, rested, and confident in your abilities.
Manage your time effectively during the exam, carefully reading each question and providing well-thought-out answers. Remember to stay calm and focused throughout the examination process.
10. Maintain and Expand Your Expertise
Once you have earned your certification, the learning journey does not end. To stay relevant and maintain your ethical hacking skills, engage in continuous professional development.
Earn Continuing Professional Education (CPE) credits by attending conferences, workshops, and training sessions.
Join professional associations, participate in webinars, and contribute to the ethical hacking community through knowledge sharing.
Here are the benefits of becoming a certified ethical hacker:
Industry recognition and respect within the cybersecurity field.
Increased career opportunities in various cybersecurity roles.
Acquisition of practical, hands-on technical skills.
In-depth knowledge of ethical hacking methodologies, tools, and techniques.
Understanding of the hacker mindset and proactive approach to cybersecurity.
Enhanced security awareness and compliance with ethical standards.
Ability to identify and mitigate security risks, minimizing the likelihood of successful cyber attacks.
Cost savings for organizations by preventing data breaches and security incidents.
Opportunities for professional development and networking within the cybersecurity community.
Personal integrity and ethical responsibility in the use of hacking skills.
These benefits make becoming a certified ethical hacker a valuable investment in your career and contribute to the overall security of organizations and digital systems.
Conclusion
Becoming a certified ethical hacker requires technical expertise, practical experience, and a strong commitment to ethical practices.
By following the steps outlined in this comprehensive guide, you can pave your way toward a rewarding career in ethical hacking.
Remember, ethical hacking is not just about technical prowess; it also demands a strong sense of responsibility, integrity, and ethical conduct. Embrace this exciting journey and contribute to the ever-growing field of cybersecurity by becoming a certified ethical hacker.
In this post, I will show you why IAM is critical and essential for compliance in the cloud.
Cloud adoption is increasingly popular in 2023, but with it comes great responsibility. Compliance with international standards is necessary in every company’s security program.
Compliance with ISO 27001, SOC 2, PCI-DSS, or other frameworks shows that your organization cares about its cloud security posture and customer data.
IAM (Identity and Access Management) ensures that auththattensures authorization and accounting are i,mplemented in an organization’s infrastructure. From MFA to role-based access control to security policies, IAM is a comprehensive set of best practices and rules that are key to protecting a cloud environment.
This article will explain what compliance standards say about IAM and how your cloud security teams should approach this topic.
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ISO 27001:2022
ISO 27001 is a compliance standard destined for ISMSs (Information Security Management Systems) that describes best practices for information security.
In ISO 27001, various controls refer to IAM. A few examples are:
A.5.15 Access control
This control refers to all procedures implemented to ensure only authorized entities can access the company’s systems. A few best practices include:
Implementing RBAC (Role-Based Access Control) to ensure compliance with The Principle of Least Privilege,
Reviewing logs to check that no authorized access has been allowed in the cloud infrastructure,
Enforcing Separation of Duties in the Cloud Environment.
A.5.16 Identity management
Managing user identities is an essential aspect of cloud security posture. To achieve compliance with ISO 27001:2022, companies should ensure a smooth process of onboarding, provisioning, de-provisioning, and verification of users.
Features like MFA (Multi-factor authentication) should be enabled for all users in the cloud.
A.5.17 Authentication information
User secrets should be managed carefully by encrypting them in transit and using industry-recommended algorithms to protect them.
Moreover, password policies cannot be neglected; passwords should have a minimum length of 14 characters and should include the following:
at least one number,
at least one symbol and
a mix of lowercase and uppercase characters.
Additionally, passwords should not be reused across platforms.
A.8.2 Privileged access rights
Privileged accounts, such as administrators, should be closely monitored. The consequences could be immense if such an account were to be compromised.
Regularly reviewing logs, limiting the number of permissions users have, and implementing PIM (Privileged Identity Management) to give users just-in-time access to resources are a few best practices that can be used to manage privileged access rights.
SOC 2 (Service and Organization Controls 2) is an international compliance standard that defines data security, processing integrity, availability, confidentiality, and privacy requirements for B2B organizations.
It has 64 Trust Service Criteria (TSC) based on which organizations that become SOC 2 certified must define controls.
Some examples of TSCs that tackle IAM are:
Requires Additional Authentication or Credentials—Additional authentication information or credentials are required when accessing the system outside its boundaries.
It is no surprise that SOC 2 also mandates the use of multi-factor authentication (MFA) to enhance the security of the authentication process. When authenticating users from outside the organization’s network, SOC 2 requires an additional authentication factor, such as a token or biometric. This helps ensure that only authorized users can access the system and that their identities are verified adequately before granting access.
All users should use MFA to apply this condition to the cloud since they connect remotely to access cloud resources.
Restricts Access to Information Assets—Combinations of data classification, separate data structures, port restrictions, access protocol restrictions, user identification, and digital certificates are used to establish access control rules for information assets.
Using data classification to inform access to resources is an efficient way of implementing granular access control for the cloud.
By determining which data is sensitive and labeling it as such, access control policies can be applied for that label and, therefore, target only the desired cloud assets. This feature is supported by cloud service providers such as AWS, Microsoft Azure, and GCP.
Uses Role-Based Access Controls—Role-based access control is utilized to support the segregation of incompatible functions.
RBAC is an essential mechanism for controlling access to cloud resources, as it allows organizations to define different levels of access based on the roles and responsibilities of their users.
PCI-DSS
PCI-DSS (Payment Card Industry Data Security Standard) governs how credit and debit card data should be managed. PCI-DSS contains controls that refer to the processing, storing, and transmission of customer card data.
This framework contains twelve requirements. The requirements that we will focus on are the IAM-related ones.
Do not use vendor-supplied defaults for system passwords and other security parameters.
Restrict access to cardholder data by business’ need to know.
Identify and authenticate access to system components.
Restrict physical access to cardholder data.
Track and monitor all access to network resources and cardholder data.
Five out of twelve requirements are related to IAM. This highlights the importance of access control and authentication.
Companies that store customer card data in the cloud must fulfill these conditions in their infrastructure.
IAM (Identity and Access Management): Frequently Asked Questions
What is IAM, and why is it important?
IAM ensures secure access to sensitive data and systems. It involves managing:
Identities: Creating and managing user accounts and their attributes.
Access: Defining authorized access privileges for each user.
Authentication: Verifying user identities.
Authorization: Controlling what users can do within the system.
Effective IAM safeguards confidential information, reduces security risks, and enhances compliance with regulations.
What are the key benefits of implementing IAM?
Enhanced Security: IAM minimizes unauthorized access and data breaches by granting permissions based on the principle of least privilege.
Improved Compliance: IAM helps organizations adhere to data protection regulations like GDPR and HIPAA by providing auditable access control.
Increased Efficiency: Streamlined user provisioning and access management reduce administrative overhead and improve IT productivity.
Reduced Costs: IAM helps optimize resource allocation and identify potential misuse of resources.
How can I get started with IAM?
Identify your needs: Analyze your user base, data sensitivity, and regulatory requirements.
Choose an IAM solution: Evaluate cloud-based or on-premises solutions based on your needs and budget.
Define roles and permissions: Create user roles with specific access levels aligned with job functions.
Implement strong authentication: Utilize multi-factor authentication (MFA) for added security.
Monitor and audit: Review access logs and user activity regularly to detect suspicious behavior.
A Final Word
After looking at ISO 27001, SOC 2, and PCI-DSS, we have understood how critical correctly implemented IAM best practices are in the cloud environment. For example, one wrong permission, weak password, or role with too many privileges can lead to a data breach.
To become compliant with international standards, ensure that:
you have MFA activated for all users,
you’re using role-based access control policies,
you enforce the usage of strong passwords and don’t use default secrets,
you log and continuously monitor activity in the cloud and many others.
Here, I will show you how to keep your valuable artwork safe when moving it.
Due to the high value and delicate nature of artwork and antiques, moving with them may be a difficult experience. Irreplaceable works of art, sculptures, and other collectibles are highly prized by their owners.
Any kind of loss or damage may be very upsetting, and if the assets aren’t insured, financially disastrous as well. Moving with valuable artwork or artifacts may be especially challenging because of their special handling needs.
Lastly, moving artwork and collectibles may need more organization and preparation than a standard move. This may include hiring specialty movers or coordinating bespoke packing and crating.
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Hire skilled movers with artwork and valuables moving experience
Artwork and valuables may be moved without incident, but special care must be taken throughout the entire moving procedure. It is necessary to take precautions while transporting precious and delicate items like artwork and antiques. Hiring movers that focus on the safe transport of fragile things is one option for transporting artwork and collections. For those relocating vehicles along with artwork, utilizing a specialized Car Transport Service Devon ensures both arrive safely at your new location.
Zeromax moving company is an industry leader offering safe and reliable fine art moving. To guarantee the security of your belongings during transit, these movers provide specialized packing and crating services. They may even use trucks with climate control to shield the artwork from unpredicted weather conditions.
Having your valuables insured before you move is also a good idea. If your insurance policy covers lost or damaged goods while in transit, great! If not, you may want to explore getting extra coverage.
Furthermore, let your movers know if there are any unique instructions for moving your artwork or antiques. Tell them how much space they’ll need, how heavy the packages are, and whether they must be handled with care during delivery. You may move your valuable artwork and collections to your new home with careful preparation and execution.
Prepare artwork and valuables for packing and moving
Packing and transporting artwork and antiques takes special care to guarantee they arrive at their destination in one piece. The general procedure is as follows:
Write down anything of value you want to transport, including artwork. This will make it easier to maintain tabs on things and prevent anything from going missing or becoming broken.
Specialized packaging materials are needed to transport artwork and valuables safely. Get some good packaging supplies like bubble wrap, paper, and peanuts. Bubble wrap or packing paper should be used to encase each individual item completely. Use packing tape to seal the packaging.
It is crucial to safeguard pricey artwork and other valuables during shipping. In the case of a loss or damage, you may want to consider getting supplementary insurance coverage.
Remember that it is always best to be overcautious when it comes to packing and transporting artwork and valuables. Spending the additional effort to pack them securely can save you time, energy, and even sorrow.
To avoid any damage to the artwork while in transportation, particular care must be used while packaging it for shipping. Here are some essential details that could help you safely pack your collectibles and artwork for a relocation:
Keep the artwork clean and safe. Dry your artwork thoroughly with a soft towel before packaging it up. Protect your artwork from scratches and damage by wrapping it in acid-free paper and then bubble wrap.
Anchor the edges. Use cardboard corner protectors or foam trimmed to size to cushion the corners of your artwork. This will provide an added layer of defense while in transit.
Make sure the box is secure. Be careful you choose sturdy packaging with just the correct amount of padding when shipping artwork. Wrap the artwork in bubble wrap and use packing peanuts to protect the bottom and sides of the wooden container. The bottom of the box should be padded with packing peanuts or paper. Pack the products in their wrappings and fill any empty spaces with extra packing material. Make sure everything is packed tightly so nothing moves during shipping.
Track and label. Make an inventory of the artwork by assigning a number to each individual piece. This will allow you to monitor the delivery of your artwork and ensure that nothing is misplaced.
Choose a professional moving company https://qqmoving.com/ that specializes in transporting fine art if you are unclear on how to box your artwork. They can tailor their packaging solutions to your specific needs and treat your artwork with skilled precision.
Insurance for valuable art moving
Insuring your goods against loss, damage, and theft when you relocate is crucial. It may be essential to obtain extra insurance coverage above the minimum offered by the moving company, depending on the value of the relocated things.
One alternative is to get insurance that covers just the items being transferred. One may get this by acquiring a personal items floater policy or consulting a fine arts insurance agency. Custom insurance plans may be designed to cover valuables like artwork and jewels, and they can give more financial security and peace of mind.
You might also ask the moving service whether they provide valuables insurance. In addition to the legally required liability insurance, many firms now provide full-value protection and declared-value insurance as optional extras.
If the moving company offers extra insurance alternatives, you should investigate them well to be sure your belongings will be protected. Any relocated assets should be thoroughly documented and inventoried, including the recording of pictures or videos of each item, regardless of the kind of insurance chosen.
Such documentation might be useful in the case of a claim and can guarantee careful packing and transport of your belongings.
Learn how to use Surfshark in this post. If you’re shopping for a VPN as a beginner, you might consider going for Surfshark VPN.
Surfshark has a simplified user interface that makes it easy to use, it is affordable, and it has strong security features that guarantee your online safety and security.
In this post, I will take you through a step-by-step process of using Surfshark.
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What Is Surfshark?
Surfshark is a virtual private network (VPN) service that provides users with a secure and private internet browsing experience.
Surfshark was established in 2018, with its headquarters in the British Virgin Islands. It has quickly become a popular choice among internet users who prioritize online security and privacy.
It is designed to protect users’ online privacy by encrypting their internet traffic and hiding their IP address.
This affordable VPN offers a wide range of features that make it stand out from other VPN providers. One of its unique features is the ability to connect unlimited devices with a single account, making it an ideal choice for families or businesses.
It also has a strict no-logs policy, which means it does not collect or store any user data, ensuring complete privacy.
Additionally, Surfshark has over 3200 servers in 65 countries, providing users with fast and reliable connections. This makes it one of the best options for accessing geo-blocked streaming platforms like Netflix, Peacock TV, Disney+, etc.
It also offers advanced security features such as a kill switch, which terminates internet traffic if the VPN connection fails, and multi-hop, which routes traffic through multiple servers for added security.
Overall, Surfshark is a reliable and affordable VPN service that provides users with a secure and private internet experience. Its unique features and advanced security make it a popular choice among users who prioritize online privacy.
Surfshark
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in...Show More
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in more than 60 countries worldwide. Show Less
How Does Surfshark Work?
Surfshark works by re-routing incoming and outgoing data pathways from your device through a secure virtual encryption tunnel to any of their secure VPN servers in any country of your choice.
After connecting to their VPN server, your data traffic becomes encrypted and no longer visible to your Internet service provider; neither can your data traffic be decrypted or traced to its source or destination.
Hence, the implication is that:
Your IP address is replaced by the IP address of the VPN server you’re connected to, making you invincible online.
You are shielded from unsolicited ads and data mining activities.
You’re protected from the activities of cybercriminals even when using public WiFi networks.
What To Note About Surfshark?
Surfshark is a safe, affordable, secure, and easy-to-use VPN
It is perfect for protecting your safety and privacy online, unlocking geo-blocked streaming platforms like Netflix US, BBC iPlayer, Hulu, etc., protecting you from cybercriminals, and much more.
It has features like the multihop option, ad blocker, obfuscation technology, CleanWeb, etc. This gives it an edge in providing additional privacy and security features compared to other VPN providers.
Although Surfshark is easy to use, as a beginner VPN user, you will need to understand basic VPN concepts and terminologies like IP address, servers, Kill Switch, multihop, etc., to help you get more out of your VPN subscription.
Therefore, this guide will help you to learn more about Surfshark VPN and guide you through the setup process. You can check out the Surfshark VPN review by our technical team for more info.
Below is a detailed step-by-step guide on how to register for a VPN account, download the VPN app, and set up key features like server selection, Kill Switch, multihop, etc.
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in...Show More
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in more than 60 countries worldwide. Show Less
Choose a preferred Surfshark plan
Select a preferred plan on Surfshark’s subscription page, where you’re redirected to. Surfshark’s best plan is the 24-month plan costing $2.30 per month and two free months.
Add or ignore additional features
After choosing your preferred subscription plan, you can choose to add other bundles like ‘Alert, Antivirus, or Search, or you can continue without adding any bundle.
Enter your email address and select a payment method
Enter your email address, and select a payment method of your choice. Common payment platforms include Credit cards, PayPal, Apple Pay, Google Pay, Cryptocurrency, etc.
Create a password for your Surfshark account
After making payment, you will get an email notification of a successful subscription. You will also be asked to create a password for your Surfshark account.
Download and Install Surfshark on all your devices
For mobile devices, you can follow the link on the homepage to download a compatible app version for your mobile devices. For PC, select your system OS version and click on the download button. Go to your download folder and install the downloaded Surfshark app.
Log into your Surfshark account on your desktop or mobile device
This VPN service allows you to use one subscription on an unlimited number of devices. So, after downloading a compatible app for all your devices, log in with your username (the email address you used in creating a Surfshark account) and your password.
With Surfshark VPN, you can choose from three different subscription plans: monthly, yearly, and biennial.
Monthly – $12.95 per month
12 Months – $3.99 per month
24 Months – $2.30 per month (+2 free months)
The monthly plan is the most expensive at $12.95 per month, but the yearly and biennial plans offer significant savings. The yearly plan comes in at just $47.88, which works out to only $3.99 per month. And if you really want to maximize your savings, the biennial plan is the way to go.
Not to mention, this affordable VPN service is packed with features that make it a top contender in the VPN market.
With unlimited simultaneous connections, you can protect all of your devices at once. And its CleanWeb feature blocks ads, trackers, and malware, making your online experience smoother and safer.
Surfshark
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in...Show More
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in more than 60 countries worldwide. Show Less
How To Set Up Key Features
Auto-connect
To turn on the auto-connect feature, click on the settings icon at the left-hand side of your dashboard, select ‘VPN settings,’ and toggle on the auto-connect button. This feature allows your device to automatically connect to a VPN server whenever you’re connected to a Wi-Fi or Ethernet source.
Setup split tunneling (Bypasser)
The Bypasser feature is for apps whose data traffic does need to go through its VPN server. Toggle on the ‘Bypass VPN’ button under the settings menu and select the apps you want to exempt from VPN connection. This feature is not available for iOS devices.
Kill Switch
Kill Switch servers off your internet connection to prevent accidental data leakage should your VPN connection trip off. You can enjoy this feature by toggling on the Kill Switch button right under the Surfshark logo or in the settings menu.
CleanWeb
The CleanWeb feature blocks out all malicious websites and adverts when toggled on. Toggle on this feature in the settings menu.
NoBorder Mode
NoBorder mode helps you to access restricted websites and services by bypassing a country’s or an organization’s network restrictions or firewalls. This feature is automatically activated when it detects a restriction, but you can toggle it on manually in the settings menu.
Select a preferred VPN protocol
Surfshark’s default VPN protocol is the WireGuard protocol, but you can select either IKEv2 or OpenVPN depending on your needs. Check out this VPN protocols guide.
How To Connect To Surfshark VPN Server
After logging in, click on the ‘Connect’ icon to connect you to the nearest available VPN server. However, you can select and connect to a preferred server option from over 3,200 VPN server list.
How To Disconnect From Surfshark VPN Server
Click on the blue ‘Disconnect’ button to disconnect your device from a VPN server.
Surfshark VPN FAQs
How do I use my Surfshark VPN?
Surfshark offers easy-to-use apps for most devices. You can generally connect with a single click using the “Quick Connect” button.
How do I use Surfshark on WIFI?
As long as you have the Surfshark app installed on your device you can use it on any WIFI network.
How to use Surfshark for Netflix?
Surfshark allows you to connect to servers in various countries. To access geo-restricted content on Netflix, you’d choose a server in a country with the desired library.
Note: Streaming services like Netflix may try to block VPN use, so consult Surfshark’s support for the latest recommendations.
How to use Surfshark VPN desktop?
Download and install the Surfshark app for your desktop operating system (Windows, Mac etc.). Once installed, log in with your Surfshark account and use the interface to connect to a server or use “Quick Connect”.
Can I use Surfshark without app?
Surfshark primarily functions through their apps. While you might be able to set up a manual VPN connection on some devices, it’s generally not recommended as it’s less user-friendly and may not offer all the features of the Surfshark app. Check Surfshark’s support for more information on their specific app requirements.
Conclusion
Surfshark is an ideal VPN service for beginners learning to use a VPN service. It has a user-friendly interface that makes navigation easy, along with a range of features that guarantees speed and online security for its users.
At $2.30 per month for its 24-month plan and with unlimited connectivity, Surfshark is one of the most affordable VPNs that offers premium VPN services you can enjoy with your family and friends.
Surfshark
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in...Show More
Surfshark is an award-winning VPN service for keeping your digital life secure. Surfshark VPN has servers located in more than 60 countries worldwide. Show Less
Here, I will talk about fashion finds. If you’re someone who doesn’t care about fitting in with the crowd, let it show in your style.
In 2023, some unique trends can have you feeling your absolute best, so if you’re thinking about updating your wardrobe, here are some fun, quirky finds to consider for a fashionable closet that is anything but boring:
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Costumes
We know that most of the time, when we think of costumes, we think of fun couples Halloween costumes, but who is to say that we have to reserve this fun trend just for the holiday season? Whether you like to show up to the office in fun outfits or enjoy wearing fun looks for date nights, don’t let boring people stop you from having all the fun.
Dress up for holidays or simply dress up for parties—whatever the case, there are some great Halloween costumes out there that can have you looking as quirky and fun as you want for any occasion.
Go sheer
When it comes to trends in 2023, there’s one that showed up on the scene, and many thought it was a bit scandalous. However, now, sheer styles are showing up all over the place, and we’re here for it.
From long, sheer maxi dresses to tops that look like they’re barely there and meant to be worn with a classy bralette underneath, there are different sheer looks for everyone this year. Shop sheer clothing at various retailers to find your perfect look.
Ask your image consultant to help you develop the best look for your career or outfit needs so that you’re dressing exactly how you want with trends that will pair well with the vibe you’re trying to portray.
Bleach em’ brows
We don’t always have to do fashionable things with our clothes. If you’re looking for a quirky trend with more to do with your face than your outfit, consider bleaching your brows. It’s happening these days, and while not everyone will feel so confident trying to pull it off, you can do it in full glory when you can.
If you’re someone who went through the must-have thick, dark brows phase, dyeing your brows can be terrifying—but it can also be one of the most stylish things you ever decide to do.
Knitwear crop tops
If you have a grandma who loves to knit, you’re in luck. Knitwear is in style in this year’s spring/summer seasons, so why not ask your beloved family member to help you stay in.
If not, you can check out some of the hottest brands to find great knit tops that show your midriff if that’s what you want, and that will have you looking as trendy as can be in 2023. While one may think that knit is too much for the summer, wearing a knit crop top gives you enough breeze to keep you cool.
Ruffles are in
Any little girl who loves ruffles will love the fact that ruffles are in this year. From dresses with ruffles everywhere you look to skirts that look great with a tube top, there’s something for every kind of gal that loves ballerina-looking styles that have you feeling like a young one again. Okay, but say you’re the kind of woman who loves girly trends but doesn’t mind roughing it up sometimes.
Combine your two sides in one look. Strong boots with a light feathery dress? We’re not against a little juxtaposition regarding dressing in unique styles. Check out your favorite fashion app for ideas on the best looks for you.
In Conclusion
From cute knit tops to great sheer looks, show up with unique trends in 2023 to stand out just as you want.
It doesn’t matter what anyone else thinks; these looks can have you looking as cool as a cucumber. Ask your stylist what is in right now—you’ll see you’re on trend!
PO Box systems have long served as a convenient way for individuals and businesses to receive mail and packages securely. Traditionally, users would visit their local post office, collect mail from their designated PO Box, and carry on with their day.
However, with technological advancements, PO Box systems have undergone remarkable transformations to better meet the needs of users.
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7 Technological Advances In PO Box Systems
1. Digital notification systems
One of the significant improvements in PO Box systems is the implementation of digital notification systems. In the past, users had to physically check their PO Boxes to determine if they had received any mail.
With digital notification systems, users receive instant alerts via email or text message when new mail arrives. This feature saves time and provides convenience by eliminating unnecessary trips to the post office.
2. Automated sorting and routing
Automation plays a crucial role in enhancing the efficiency of PO Box addresses. Automated sorting and routing mechanisms have significantly reduced the time required for mail processing.
Sorting machines with advanced optical character recognition (OCR), technology can quickly identify addresses and sort mail accordingly. This automation streamlines the process, ensuring prompt mail delivery to the respective PO Boxes.
Security is paramount when it comes to PO Box systems. Biometric access control has been introduced to address this concern. Users now have the option to secure their PO Boxes with fingerprint or iris recognition systems, adding an extra layer of protection.
Biometric access control ensures that only authorized individuals can access the contents of the PO Box, enhancing privacy and reducing the risk of theft or unauthorized access.
4. Mobile applications for PO Box management
PO Box systems have embraced the technological trend by offering dedicated mobile apps for managing PO Box services.
These apps allow users to reserve new PO Boxes, conveniently renew subscriptions, track packages, and receive digital notifications on the go. The ease of managing PO Box services through mobile apps has significantly improved the user experience.
5. Package tracking and delivery integration
Package tracking and delivery integration are essential in modern PO Box systems. Users can now track the status of their packages in real time through online portals or mobile apps.
Additionally, delivery integration allows users to specify their preferred delivery location, such as their PO Box, ensuring seamless and secure delivery.
6. Smart lockers
Smart lockers have emerged as a game-changer in PO Box systems. These lockers provide a secure and convenient way for users to receive packages.
Upon arrival, packages are deposited into the designated lockers, and users receive unique access codes or QR codes to retrieve their packages. Smart lockers eliminate the need for users to wait in long lines at the post office and provide 24/7 access to their packages.
7. Virtual PO Boxes
Virtual PO Boxes operate entirely online, allowing users to access their mail and packages digitally.
Users can view scanned copies of their mail and decide whether to have it forwarded, shredded, or stored. Virtual PO Boxes offer flexibility, especially for individuals who frequently travel or prefer a paperless approach.
Final Thoughts
Technological advances have significantly improved PO Box systems, enhancing user convenience, security, and efficiency.
As technology continues to evolve, we can expect further innovations that will shape the future of PO Box systems.
Surfshark works by re-routing incoming and outgoing data pathways from your device through a secure virtual encryption tunnel to any of their secure VPN servers in any country of your choice.
